基于代码分解的编码存储私有信息检索方法的改进(特邀论文)

Hsuan-Yin Lin, Siddhartha Kumar, E. Rosnes, A. G. Amat
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引用次数: 2

摘要

本文研究了具有非串通节点的分布式存储系统的私有信息检索(PIR),其中数据使用非最大距离可分离(MDS)线性代码存储。最近,研究表明,当使用某些非mds代码存储数据时,可以实现MDS-PIR容量,并且确实是系统的容量。对于不属于这类的存储码,我们提出了一种将其分解为被刺破子码的启发式算法和基于被刺破子码的PIR协议。代码分解以存储代码的广义汉明权值为指导。结果表明,该协议比现有的PIR协议具有更高的PIR速率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improved Private Information Retrieval for Coded Storage From Code Decomposition : (Invited Paper)
We consider private information retrieval (PIR) for distributed storage systems with noncolluding nodes where data is stored using a non maximum distance separable (MDS) linear code. Recently, it was shown that when data is stored using certain non-MDS codes, the MDS-PIR capacity can be achieved, and is indeed the capacity of the system. In this paper, for storage codes not belonging to this class, we present a heuristic algorithm for their decomposition into punctured subcodes and a PIR protocol based on these punctured subcodes. The code decomposition is guided by the generalized Hamming weights of the storage code. We show that the proposed PIR protocol can achieve a larger PIR rate than that of all existing PIR protocols.
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